Color Augmentations

class tormentor.Invert(aug_id=None, seed=None)

Performs color inversion in HSV colorspace for some images randomly selected.

class tormentor.Brightness(aug_id=None, seed=None)

Changes the brightness of the image.

class tormentor.Saturation(aug_id=None, seed=None)

Changes the saturation of the image.

class tormentor.Contrast(aug_id=None, seed=None)

Changes the contrast of the image.

class tormentor.Hue(aug_id=None, seed=None)

Changes the Hue of the image.

class tormentor.ColorJitter(aug_id=None, seed=None)

Changes hue, contrast, saturation, and brightness of the image.

class tormentor.PlasmaBrightness(aug_id=None, seed=None)

Changes the brightness of the image locally.

class tormentor.PlasmaRgbBrightness(aug_id=None, seed=None)

Changes the saturation of the image.

class tormentor.PlasmaContrast(aug_id=None, seed=None)

Changes the contrast of the image locally.

class tormentor.PlasmaShadow(aug_id=None, seed=None)

Lowers the brightness of the image over a random mask.